Frontier
The outer edge of your territory: as far out as these go without leaving it.
No paper you have covered sits in: ai_ml, fusion, gravity, gravity_control, longevity, neuroscience, other, physics, space_venues. Novelty is distance from your covered manifold (73 papers), so for these fields it measures distance from that ground — not novelty within the field. Ranking inside them is provisional until you cover papers there. Marked no baseline below.
- 01
- 02
- 03ai_ml
Designing for Imperfect Prompts: A Simulation-Based Evaluation of an LLM-Based Enterprise Data Assistant Using Knowledge Graphs
novelty 0.110no baselinecs.HC cs.AI cs.DB
- 04ai_ml
Behavioral Couplings: From Formation to Behavioral Emergence in Language Models
novelty 0.109no baselinecs.CL cs.AI cs.LG
- 05ai_ml
EduWild: How Teacher-Configured Chatbots Fail in Real-World Use and How to Fix Them
novelty 0.109no baselinecs.CL
- 06ai_ml
Evolutionary Safety of Recursive Self-Improving AI: Taxonomy, Risk Discovery, and Evaluation
novelty 0.108no baselinecs.AI
- 07ai_ml
The Statistical Fairness-Accuracy Frontier
novelty 0.108no baselinestat.ML cs.LG econ.TH math.OC
- 08fusion
ModeCast: One-Shot Prediction of Linear MHD Eigenmodes and Growth Rates in Tokamaks
novelty 0.184no baselinephysics.plasm-ph
- 09
- 10
- 11gravity_control
Macroscopic Stability of a Rapidly Rotating Isothermal Magnetic Mirror
novelty 0.150no baselinephysics.plasm-ph
- 12longevity
Regularized free deconvolution for spectral repair of resampling distortion in high-dimensional particle filters
novelty 0.157no baselinecs.LG
- 13neuroscience
Distributional signatures of computation: inferring mechanisms from computation time distributions
novelty 0.136no baselineq-bio.NC physics.data-an
- 14other
Trembling toward Duverger: Convergence and Cycles in Synchronous Plurality Dynamics
novelty 0.131no baselinecs.GT
- 15other
A null model to detect coordinated online behavior integrating evidence from multiple indicators
novelty 0.097no baselinecs.SI cs.CY
- 16physics
Two Seconds per Day: Limitations of Circadian Burden Metrics in the Permanent Daylight Saving Time Debate
novelty 0.123no baselinephysics.soc-ph
- 17ai_ml
How Children Design and Reason about Trustworthy AI Chatbots
novelty 0.074no baselinecs.HC cs.AI
- 18space_venues
Finiteness of planar central configurations of six bodies for all positive masses: Part I, exceptional-mass first limits
novelty 0.140no baselinemath.DS math-ph math.CO
- 19ai_ml
On the possibilities and limitations of LLM-based multi-agent systems for multi-criteria decision-making in healthcare operations management
novelty 0.128no baselinemath.OC cs.AI cs.MA
Crossovers
Papers arXiv itself cross-lists across two of your fields. No model is involved — this rides the submitters’ own category tags and needs no manifold.
- 01ai_ml × space_venues
Differentiable design of the PIAA-ZWFS: a flexible wavefront sensor that approaches the fundamental limit
novelty 0.195astro-ph.IM cs.CV physics.optics
- 02ai_ml × space_venues
Diffusion-Based Stochastic Operator Networks for Uncertainty Quantification in Stochastic Partial Differential Equations
novelty 0.193stat.ML cs.LG math.OC math.PR
- 03ai_ml × space_venues
Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima
novelty 0.187math.OC cs.LG eess.SY
- 04ai_ml × space_venues
Untrained CNN and coefficient-space regularization for joint reconstruction in photoacoustic tomography
novelty 0.187cs.LG math.OC
- 05ai_ml × physics
Sampling the XY model with an attention-based neural network
novelty 0.181cond-mat.dis-nn cond-mat.stat-mech cs.LG hep-lat
- 06ai_ml × space_venues
A general recipe for data-adaptive anytime-valid envelopes for iterative algorithms
novelty 0.179stat.ML cs.LG math.OC stat.ME
- 07gravitation × space_venues
Scattered light noise due to dust particles contamination in the vacuum pipes of the Einstein Telescope
novelty 0.174gr-qc astro-ph.IM
- 08ai_ml × space_venues
Distributed Performance Boosting through Neural Control for Plug-and-Play Networks
novelty 0.174eess.SY cs.LG math.OC
- 09gravitation × space_venues
Cracking Gravitational Wave Multiple Ringdown Modes in Space
novelty 0.174gr-qc astro-ph.HE astro-ph.IM
- 10ai_ml × space_venues
KAYROS: An Anytime and Exact Open-Source Solver for Duration-Minimization Time-Dependent Vehicle Routing. A Technical Report and a Case Study in Human-AI Engineering
novelty 0.169math.OC cs.AI cs.MS
- 11ai_ml × physics
Towards optimal selection schedules for online active learning
novelty 0.169stat.ML cond-mat.dis-nn cs.LG
- 12ai_ml × psychology
mmPencil: Toward Writing-Style-Independent In-Air Handwriting Recognition via mmWave Radar and Large Vision-Language Model
novelty 0.167cs.HC cs.CV
- 13ai_ml × physics
Mesoscopic learning dynamics of extensive-width neural networks
novelty 0.167stat.ML cond-mat.dis-nn cond-mat.stat-mech cs.LG
- 14ai_ml × space_venues
Parametric Resonance in Primal-Dual Learning for Slowly Non-Stationary Constrained MDPs
novelty 0.163stat.ML cs.LG eess.SY math.OC
- 15ai_ml × space_venues
Enabling Tidying Tasks in Robotic Vacuum Cleaners via a Geometry-Induced Self-Locking Deployable Linkage
novelty 0.160cs.RO eess.SY
- 16ai_ml × neuroscience
Deep LLM layers expose passage-level context in EEG during silent reading
novelty 0.155cs.LG q-bio.NC
- 17ai_ml × space_venues
SparseMax-dSTL: Sound Robustness with Horizon-Independent Gradient Allocation for Temporal Logic Trajectory Optimization
novelty 0.153eess.SY cs.LO cs.RO
- 18ai_ml × space_venues
Dynamics of Stochastic Momentum with Sparse Updates in High Dimensions
novelty 0.148stat.ML cs.LG math.OC
- 19ai_ml × psychology
ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows
novelty 0.140cs.AI cs.HC
- 20ai_ml × physics
Bridging the Language Gap in Scholarly Data II: Enhancing Gender Inference for Chinese Names
novelty 0.135cs.CL cs.CY cs.LG cs.SI
- 21ai_ml × space_venues
On the possibilities and limitations of LLM-based multi-agent systems for multi-criteria decision-making in healthcare operations management
novelty 0.128math.OC cs.AI cs.MA
- 22ai_ml × psychology
Annotrace: A Workbench for Step-Level Annotation of Agent Traces
novelty 0.118cs.AI cs.CL cs.HC cs.MA
- 23
- 24ai_ml × psychology
Designing for Imperfect Prompts: A Simulation-Based Evaluation of an LLM-Based Enterprise Data Assistant Using Knowledge Graphs
novelty 0.110cs.HC cs.AI cs.DB
- 25ai_ml × economics × space_venues
The Statistical Fairness-Accuracy Frontier
novelty 0.108stat.ML cs.LG econ.TH math.OC
- 26ai_ml × psychology
PresenceBench: An Exploratory Evaluation of Large Language Model Adaptation to User State
novelty 0.095cs.HC cs.AI cs.CL
- 27ai_ml × psychology
How Children Design and Reason about Trustworthy AI Chatbots
novelty 0.074cs.HC cs.AI
Quiet
No papers at all this window on: artificial_womb, cislunar, ftl, isru, orbital_ops, propulsion. An absence is a finding — "mass driver" has four papers in arXiv's entire history and none in the last hundred days.